agent/papers/items/2026-2604-24826-a-comparative-evaluation-of-ai-agent-security-guardrails.md

Paper: A Comparative Evaluation of AI Agent Security Guardrails

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type: paper title: A Comparative Evaluation of AI Agent Security Guardrails authors: Qi Li, Jiu Li, Pingtao Wei, Jianjun Xu, Xueyi Wei, Jiwei Shi, Xuan Zhang, Yanhui Yang, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2604.24826 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-04-27 updated_at: 2026-04-27 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• tool-use methods:

benchmarks:

models:

datasets:

• cs.CR
• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 collection_queries: agent-safety

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: agent-safety
• inferred topics: agent-evaluation, agent-safety, tool-use
• arXiv categories: cs.CR, cs.AI
• collection score: 15

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2604.24826